Underfitting vs. Overfitting — scikit-learn 1.4.1 documentation

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This example demonstrates the problems of underfitting and overfitting and how we can use linear regression with polynomial features to approximate nonlinear functions. The plot shows the function

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sklearn.model_selection.cross_val_score — scikit-learn 1.4.1

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Clear examples of over-fitting and under-fitting. Red arrows flag